Dataset statistics
| Number of variables | 31 |
|---|---|
| Number of observations | 212 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 3 |
| Duplicate rows (%) | 1.4% |
| Total size in memory | 51.5 KiB |
| Average record size in memory | 248.6 B |
Variable types
| Numeric | 26 |
|---|---|
| Categorical | 4 |
| DateTime | 1 |
| Dataset has 3 (1.4%) duplicate rows | Duplicates |
total is highly correlated with tweeter and 7 other fields | High correlation |
tweeter is highly correlated with total and 5 other fields | High correlation |
blog is highly correlated with total and 6 other fields | High correlation |
community is highly correlated with total and 9 other fields | High correlation |
instagram is highly correlated with total and 4 other fields | High correlation |
p_10 is highly correlated with n_10 | High correlation |
n_10 is highly correlated with p_10 | High correlation |
p_23 is highly correlated with n_23 and 1 other fields | High correlation |
n_23 is highly correlated with p_23 and 1 other fields | High correlation |
p_34 is highly correlated with blog and 4 other fields | High correlation |
n_34 is highly correlated with total and 5 other fields | High correlation |
p_m is highly correlated with community and 3 other fields | High correlation |
n_m is highly correlated with community and 3 other fields | High correlation |
p_f is highly correlated with p_23 and 1 other fields | High correlation |
n_f is highly correlated with total and 2 other fields | High correlation |
youtube_num is highly correlated with youtube_view and 4 other fields | High correlation |
youtube_view is highly correlated with youtube_num and 4 other fields | High correlation |
youtube_like is highly correlated with youtube_num and 4 other fields | High correlation |
youtube_comment is highly correlated with youtube_num and 4 other fields | High correlation |
youtube_p is highly correlated with youtube_num and 4 other fields | High correlation |
youtube_n is highly correlated with youtube_num and 4 other fields | High correlation |
amount is highly correlated with total and 5 other fields | High correlation |
volume is highly correlated with total and 5 other fields | High correlation |
total is highly correlated with tweeter and 5 other fields | High correlation |
tweeter is highly correlated with total | High correlation |
blog is highly correlated with total and 4 other fields | High correlation |
community is highly correlated with total and 5 other fields | High correlation |
instagram is highly correlated with total and 1 other fields | High correlation |
n_10 is highly correlated with n_f | High correlation |
p_23 is highly correlated with n_23 and 1 other fields | High correlation |
n_23 is highly correlated with p_23 | High correlation |
p_34 is highly correlated with blog and 4 other fields | High correlation |
n_34 is highly correlated with community and 3 other fields | High correlation |
p_45 is highly correlated with n_45 | High correlation |
n_45 is highly correlated with p_45 | High correlation |
p_m is highly correlated with p_34 and 2 other fields | High correlation |
n_m is highly correlated with n_34 and 1 other fields | High correlation |
p_f is highly correlated with p_23 and 2 other fields | High correlation |
n_f is highly correlated with n_10 and 1 other fields | High correlation |
youtube_num is highly correlated with youtube_p | High correlation |
youtube_like is highly correlated with youtube_p and 1 other fields | High correlation |
youtube_comment is highly correlated with youtube_p and 1 other fields | High correlation |
youtube_p is highly correlated with youtube_num and 3 other fields | High correlation |
youtube_n is highly correlated with youtube_like and 2 other fields | High correlation |
amount is highly correlated with total and 3 other fields | High correlation |
volume is highly correlated with total and 4 other fields | High correlation |
total is highly correlated with tweeter and 5 other fields | High correlation |
tweeter is highly correlated with total | High correlation |
blog is highly correlated with total and 3 other fields | High correlation |
community is highly correlated with total and 4 other fields | High correlation |
instagram is highly correlated with total | High correlation |
p_10 is highly correlated with n_10 | High correlation |
n_10 is highly correlated with p_10 | High correlation |
p_23 is highly correlated with n_23 | High correlation |
n_23 is highly correlated with p_23 | High correlation |
p_34 is highly correlated with community and 2 other fields | High correlation |
n_34 is highly correlated with p_34 and 1 other fields | High correlation |
p_m is highly correlated with p_34 and 1 other fields | High correlation |
n_m is highly correlated with n_34 and 1 other fields | High correlation |
p_f is highly correlated with n_f | High correlation |
n_f is highly correlated with p_f | High correlation |
youtube_num is highly correlated with youtube_view and 4 other fields | High correlation |
youtube_view is highly correlated with youtube_num and 4 other fields | High correlation |
youtube_like is highly correlated with youtube_num and 4 other fields | High correlation |
youtube_comment is highly correlated with youtube_num and 4 other fields | High correlation |
youtube_p is highly correlated with youtube_num and 4 other fields | High correlation |
youtube_n is highly correlated with youtube_num and 4 other fields | High correlation |
amount is highly correlated with total and 3 other fields | High correlation |
volume is highly correlated with total and 3 other fields | High correlation |
df_index is highly correlated with date and 6 other fields | High correlation |
product is highly correlated with total and 6 other fields | High correlation |
date is highly correlated with df_index and 15 other fields | High correlation |
total is highly correlated with df_index and 19 other fields | High correlation |
tweeter is highly correlated with date and 4 other fields | High correlation |
blog is highly correlated with df_index and 15 other fields | High correlation |
community is highly correlated with df_index and 19 other fields | High correlation |
instagram is highly correlated with product and 15 other fields | High correlation |
news is highly correlated with df_index and 2 other fields | High correlation |
p_10 is highly correlated with total and 9 other fields | High correlation |
n_10 is highly correlated with blog and 7 other fields | High correlation |
p_23 is highly correlated with date and 16 other fields | High correlation |
n_23 is highly correlated with blog and 12 other fields | High correlation |
p_34 is highly correlated with date and 11 other fields | High correlation |
n_34 is highly correlated with date and 16 other fields | High correlation |
p_45 is highly correlated with total and 7 other fields | High correlation |
n_45 is highly correlated with community and 10 other fields | High correlation |
p_60 is highly correlated with p_23 and 5 other fields | High correlation |
n_60 is highly correlated with p_23 and 4 other fields | High correlation |
p_m is highly correlated with date and 10 other fields | High correlation |
n_m is highly correlated with date and 17 other fields | High correlation |
p_f is highly correlated with total and 13 other fields | High correlation |
n_f is highly correlated with total and 9 other fields | High correlation |
youtube_num is highly correlated with product and 10 other fields | High correlation |
youtube_view is highly correlated with total and 14 other fields | High correlation |
youtube_like is highly correlated with date and 11 other fields | High correlation |
youtube_comment is highly correlated with date and 12 other fields | High correlation |
youtube_p is highly correlated with date and 11 other fields | High correlation |
youtube_n is highly correlated with date and 13 other fields | High correlation |
amount is highly correlated with df_index and 15 other fields | High correlation |
volume is highly correlated with df_index and 10 other fields | High correlation |
df_index is uniformly distributed | Uniform |
df_index has 4 (1.9%) zeros | Zeros |
total has 15 (7.1%) zeros | Zeros |
tweeter has 20 (9.4%) zeros | Zeros |
blog has 17 (8.0%) zeros | Zeros |
community has 26 (12.3%) zeros | Zeros |
instagram has 26 (12.3%) zeros | Zeros |
news has 70 (33.0%) zeros | Zeros |
n_10 has 198 (93.4%) zeros | Zeros |
p_23 has 144 (67.9%) zeros | Zeros |
n_23 has 167 (78.8%) zeros | Zeros |
p_34 has 71 (33.5%) zeros | Zeros |
n_34 has 99 (46.7%) zeros | Zeros |
p_45 has 182 (85.8%) zeros | Zeros |
n_45 has 188 (88.7%) zeros | Zeros |
p_m has 76 (35.8%) zeros | Zeros |
n_m has 98 (46.2%) zeros | Zeros |
p_f has 131 (61.8%) zeros | Zeros |
n_f has 150 (70.8%) zeros | Zeros |
youtube_num has 142 (67.0%) zeros | Zeros |
youtube_view has 163 (76.9%) zeros | Zeros |
youtube_like has 166 (78.3%) zeros | Zeros |
youtube_comment has 149 (70.3%) zeros | Zeros |
youtube_p has 156 (73.6%) zeros | Zeros |
youtube_n has 164 (77.4%) zeros | Zeros |
amount has 27 (12.7%) zeros | Zeros |
volume has 27 (12.7%) zeros | Zeros |
Reproduction
| Analysis started | 2022-05-10 10:47:30.652828 |
|---|---|
| Analysis finished | 2022-05-10 10:48:31.267814 |
| Duration | 1 minute and 0.61 seconds |
| Software version | pandas-profiling v3.1.0 |
| Download configuration | config.json |
| Distinct | 53 |
|---|---|
| Distinct (%) | 25.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 26 |
| Minimum | 0 |
|---|---|
| Maximum | 52 |
| Zeros | 4 |
| Zeros (%) | 1.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 13 |
| median | 26 |
| Q3 | 39 |
| 95-th percentile | 50 |
| Maximum | 52 |
| Range | 52 |
| Interquartile range (IQR) | 26 |
Descriptive statistics
| Standard deviation | 15.33326465 |
|---|---|
| Coefficient of variation (CV) | 0.589740948 |
| Kurtosis | -1.200820525 |
| Mean | 26 |
| Median Absolute Deviation (MAD) | 13 |
| Skewness | 0 |
| Sum | 5512 |
| Variance | 235.1090047 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4 | 1.9% |
| 27 | 4 | 1.9% |
| 29 | 4 | 1.9% |
| 30 | 4 | 1.9% |
| 31 | 4 | 1.9% |
| 32 | 4 | 1.9% |
| 33 | 4 | 1.9% |
| 34 | 4 | 1.9% |
| 35 | 4 | 1.9% |
| 36 | 4 | 1.9% |
| Other values (43) | 172 |
| Value | Count | Frequency (%) |
| 0 | 4 | |
| 1 | 4 | |
| 2 | 4 | |
| 3 | 4 | |
| 4 | 4 | |
| 5 | 4 | |
| 6 | 4 | |
| 7 | 4 | |
| 8 | 4 | |
| 9 | 4 |
| Value | Count | Frequency (%) |
| 52 | 4 | |
| 51 | 4 | |
| 50 | 4 | |
| 49 | 4 | |
| 48 | 4 | |
| 47 | 4 | |
| 46 | 4 | |
| 45 | 4 | |
| 44 | 4 | |
| 43 | 4 |
| Distinct | 3 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.8 KiB |
| 벤포벨 | |
|---|---|
| 아로나민골드 | |
| 비맥스메타 |
Length
| Max length | 6 |
|---|---|
| Median length | 4 |
| Mean length | 4.25 |
| Min length | 3 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 아로나민골드 |
|---|---|
| 2nd row | 아로나민골드 |
| 3rd row | 아로나민골드 |
| 4th row | 아로나민골드 |
| 5th row | 아로나민골드 |
Common Values
| Value | Count | Frequency (%) |
| 벤포벨 | 106 | |
| 아로나민골드 | 53 | |
| 비맥스메타 | 53 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 벤포벨 | 106 | |
| 아로나민골드 | 53 | |
| 비맥스메타 | 53 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 53 |
|---|---|
| Distinct (%) | 25.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.8 KiB |
| Minimum | 2018-01-01 00:00:00 |
|---|---|
| Maximum | 2022-05-01 00:00:00 |
| Distinct | 99 |
|---|---|
| Distinct (%) | 46.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 81.73584906 |
| Minimum | 0 |
|---|---|
| Maximum | 382 |
| Zeros | 15 |
| Zeros (%) | 7.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 32 |
| median | 60 |
| Q3 | 111.25 |
| 95-th percentile | 216.2 |
| Maximum | 382 |
| Range | 382 |
| Interquartile range (IQR) | 79.25 |
Descriptive statistics
| Standard deviation | 71.3032775 |
|---|---|
| Coefficient of variation (CV) | 0.8723623516 |
| Kurtosis | 3.171832397 |
| Mean | 81.73584906 |
| Median Absolute Deviation (MAD) | 35 |
| Skewness | 1.609060142 |
| Sum | 17328 |
| Variance | 5084.157382 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 15 | 7.1% |
| 24 | 8 | 3.8% |
| 52 | 7 | 3.3% |
| 32 | 6 | 2.8% |
| 62 | 6 | 2.8% |
| 21 | 6 | 2.8% |
| 90 | 5 | 2.4% |
| 58 | 5 | 2.4% |
| 44 | 4 | 1.9% |
| 35 | 4 | 1.9% |
| Other values (89) | 146 |
| Value | Count | Frequency (%) |
| 0 | 15 | |
| 7 | 3 | 1.4% |
| 13 | 2 | 0.9% |
| 16 | 2 | 0.9% |
| 21 | 6 | 2.8% |
| 23 | 4 | 1.9% |
| 24 | 8 | |
| 26 | 2 | 0.9% |
| 27 | 2 | 0.9% |
| 28 | 2 | 0.9% |
| Value | Count | Frequency (%) |
| 382 | 2 | |
| 318 | 1 | |
| 306 | 1 | |
| 295 | 1 | |
| 292 | 1 | |
| 270 | 1 | |
| 249 | 1 | |
| 232 | 1 | |
| 231 | 1 | |
| 225 | 1 |
| Distinct | 39 |
|---|---|
| Distinct (%) | 18.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.18396226 |
| Minimum | 0 |
|---|---|
| Maximum | 346 |
| Zeros | 20 |
| Zeros (%) | 9.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 5 |
| Q3 | 13 |
| 95-th percentile | 35.45 |
| Maximum | 346 |
| Range | 346 |
| Interquartile range (IQR) | 11 |
Descriptive statistics
| Standard deviation | 35.42710462 |
|---|---|
| Coefficient of variation (CV) | 2.687136379 |
| Kurtosis | 73.26449797 |
| Mean | 13.18396226 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 8.08621762 |
| Sum | 2795 |
| Variance | 1255.079742 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 26 | |
| 3 | 24 | 11.3% |
| 0 | 20 | 9.4% |
| 4 | 18 | 8.5% |
| 1 | 17 | 8.0% |
| 5 | 12 | 5.7% |
| 6 | 9 | 4.2% |
| 7 | 9 | 4.2% |
| 19 | 8 | 3.8% |
| 10 | 7 | 3.3% |
| Other values (29) | 62 |
| Value | Count | Frequency (%) |
| 0 | 20 | |
| 1 | 17 | |
| 2 | 26 | |
| 3 | 24 | |
| 4 | 18 | |
| 5 | 12 | |
| 6 | 9 | 4.2% |
| 7 | 9 | 4.2% |
| 8 | 6 | 2.8% |
| 9 | 5 | 2.4% |
| Value | Count | Frequency (%) |
| 346 | 2 | |
| 102 | 1 | |
| 82 | 1 | |
| 79 | 1 | |
| 53 | 1 | |
| 49 | 1 | |
| 43 | 1 | |
| 40 | 1 | |
| 39 | 1 | |
| 36 | 1 |
| Distinct | 50 |
|---|---|
| Distinct (%) | 23.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21.19339623 |
| Minimum | 0 |
|---|---|
| Maximum | 99 |
| Zeros | 17 |
| Zeros (%) | 8.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 9.75 |
| median | 19 |
| Q3 | 30 |
| 95-th percentile | 46.45 |
| Maximum | 99 |
| Range | 99 |
| Interquartile range (IQR) | 20.25 |
Descriptive statistics
| Standard deviation | 15.3201337 |
|---|---|
| Coefficient of variation (CV) | 0.7228729899 |
| Kurtosis | 2.569560562 |
| Mean | 21.19339623 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 1.089078426 |
| Sum | 4493 |
| Variance | 234.7064965 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 17 | 8.0% |
| 21 | 11 | 5.2% |
| 8 | 10 | 4.7% |
| 12 | 8 | 3.8% |
| 16 | 8 | 3.8% |
| 15 | 8 | 3.8% |
| 25 | 8 | 3.8% |
| 27 | 7 | 3.3% |
| 14 | 7 | 3.3% |
| 5 | 7 | 3.3% |
| Other values (40) | 121 |
| Value | Count | Frequency (%) |
| 0 | 17 | |
| 1 | 1 | 0.5% |
| 3 | 4 | 1.9% |
| 4 | 3 | 1.4% |
| 5 | 7 | |
| 6 | 6 | 2.8% |
| 8 | 10 | |
| 9 | 5 | 2.4% |
| 10 | 4 | 1.9% |
| 11 | 4 | 1.9% |
| Value | Count | Frequency (%) |
| 99 | 1 | 0.5% |
| 70 | 1 | 0.5% |
| 63 | 1 | 0.5% |
| 58 | 1 | 0.5% |
| 55 | 1 | 0.5% |
| 53 | 1 | 0.5% |
| 51 | 3 | |
| 49 | 1 | 0.5% |
| 47 | 1 | 0.5% |
| 46 | 3 |
community
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 62 |
|---|---|
| Distinct (%) | 29.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21.48584906 |
| Minimum | 0 |
|---|---|
| Maximum | 109 |
| Zeros | 26 |
| Zeros (%) | 12.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 5 |
| median | 14.5 |
| Q3 | 31.25 |
| 95-th percentile | 67 |
| Maximum | 109 |
| Range | 109 |
| Interquartile range (IQR) | 26.25 |
Descriptive statistics
| Standard deviation | 22.35929756 |
|---|---|
| Coefficient of variation (CV) | 1.040652268 |
| Kurtosis | 1.89851894 |
| Mean | 21.48584906 |
| Median Absolute Deviation (MAD) | 12.5 |
| Skewness | 1.464513941 |
| Sum | 4555 |
| Variance | 499.9381874 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 26 | 12.3% |
| 1 | 12 | 5.7% |
| 8 | 12 | 5.7% |
| 12 | 11 | 5.2% |
| 6 | 8 | 3.8% |
| 2 | 7 | 3.3% |
| 16 | 7 | 3.3% |
| 15 | 7 | 3.3% |
| 18 | 6 | 2.8% |
| 11 | 6 | 2.8% |
| Other values (52) | 110 |
| Value | Count | Frequency (%) |
| 0 | 26 | |
| 1 | 12 | |
| 2 | 7 | 3.3% |
| 4 | 5 | 2.4% |
| 5 | 4 | 1.9% |
| 6 | 8 | 3.8% |
| 7 | 3 | 1.4% |
| 8 | 12 | |
| 10 | 4 | 1.9% |
| 11 | 6 | 2.8% |
| Value | Count | Frequency (%) |
| 109 | 1 | |
| 97 | 1 | |
| 92 | 1 | |
| 90 | 1 | |
| 89 | 1 | |
| 79 | 1 | |
| 77 | 2 | |
| 74 | 1 | |
| 68 | 1 | |
| 67 | 2 |
instagram
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 61 |
|---|---|
| Distinct (%) | 28.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21.81132075 |
| Minimum | 0 |
|---|---|
| Maximum | 175 |
| Zeros | 26 |
| Zeros (%) | 12.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 3 |
| median | 8.5 |
| Q3 | 28 |
| 95-th percentile | 94.05 |
| Maximum | 175 |
| Range | 175 |
| Interquartile range (IQR) | 25 |
Descriptive statistics
| Standard deviation | 31.45541137 |
|---|---|
| Coefficient of variation (CV) | 1.442159864 |
| Kurtosis | 5.332772548 |
| Mean | 21.81132075 |
| Median Absolute Deviation (MAD) | 7.5 |
| Skewness | 2.304000993 |
| Sum | 4624 |
| Variance | 989.4429044 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 26 | 12.3% |
| 2 | 15 | 7.1% |
| 3 | 12 | 5.7% |
| 5 | 11 | 5.2% |
| 8 | 11 | 5.2% |
| 1 | 9 | 4.2% |
| 11 | 9 | 4.2% |
| 19 | 8 | 3.8% |
| 4 | 8 | 3.8% |
| 7 | 7 | 3.3% |
| Other values (51) | 96 |
| Value | Count | Frequency (%) |
| 0 | 26 | |
| 1 | 9 | 4.2% |
| 2 | 15 | |
| 3 | 12 | |
| 4 | 8 | 3.8% |
| 5 | 11 | |
| 6 | 7 | 3.3% |
| 7 | 7 | 3.3% |
| 8 | 11 | |
| 9 | 6 | 2.8% |
| Value | Count | Frequency (%) |
| 175 | 1 | |
| 131 | 1 | |
| 130 | 1 | |
| 128 | 1 | |
| 127 | 1 | |
| 119 | 2 | |
| 117 | 1 | |
| 116 | 1 | |
| 114 | 1 | |
| 99 | 1 |
| Distinct | 19 |
|---|---|
| Distinct (%) | 9.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.858490566 |
| Minimum | 0 |
|---|---|
| Maximum | 19 |
| Zeros | 70 |
| Zeros (%) | 33.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2 |
| Q3 | 6 |
| 95-th percentile | 12.45 |
| Maximum | 19 |
| Range | 19 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 4.54766995 |
|---|---|
| Coefficient of variation (CV) | 1.178613728 |
| Kurtosis | 0.3689158735 |
| Mean | 3.858490566 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 1.141188345 |
| Sum | 818 |
| Variance | 20.68130198 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 70 | |
| 1 | 34 | |
| 5 | 20 | 9.4% |
| 2 | 13 | 6.1% |
| 10 | 11 | 5.2% |
| 4 | 9 | 4.2% |
| 3 | 8 | 3.8% |
| 7 | 8 | 3.8% |
| 12 | 8 | 3.8% |
| 11 | 7 | 3.3% |
| Other values (9) | 24 | 11.3% |
| Value | Count | Frequency (%) |
| 0 | 70 | |
| 1 | 34 | |
| 2 | 13 | 6.1% |
| 3 | 8 | 3.8% |
| 4 | 9 | 4.2% |
| 5 | 20 | 9.4% |
| 6 | 6 | 2.8% |
| 7 | 8 | 3.8% |
| 8 | 6 | 2.8% |
| 9 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 19 | 1 | 0.5% |
| 18 | 1 | 0.5% |
| 16 | 2 | 0.9% |
| 15 | 2 | 0.9% |
| 14 | 2 | 0.9% |
| 13 | 3 | 1.4% |
| 12 | 8 | |
| 11 | 7 | |
| 10 | 11 | |
| 9 | 1 | 0.5% |
| Distinct | 5 |
|---|---|
| Distinct (%) | 2.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.8 KiB |
| 0 | |
|---|---|
| 1 | 10 |
| 2 | 3 |
| 3 | 1 |
| 5 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 0.9% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 2 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 197 | |
| 1 | 10 | 4.7% |
| 2 | 3 | 1.4% |
| 3 | 1 | 0.5% |
| 5 | 1 | 0.5% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 197 | |
| 1 | 10 | 4.7% |
| 2 | 3 | 1.4% |
| 3 | 1 | 0.5% |
| 5 | 1 | 0.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 6 |
|---|---|
| Distinct (%) | 2.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1745283019 |
| Minimum | 0 |
|---|---|
| Maximum | 7 |
| Zeros | 198 |
| Zeros (%) | 93.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 7 |
| Range | 7 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.7805164557 |
|---|---|
| Coefficient of variation (CV) | 4.472148341 |
| Kurtosis | 36.19784264 |
| Mean | 0.1745283019 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.600254725 |
| Sum | 37 |
| Variance | 0.6092059376 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 198 | |
| 2 | 4 | 1.9% |
| 1 | 4 | 1.9% |
| 4 | 3 | 1.4% |
| 3 | 2 | 0.9% |
| 7 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 0 | 198 | |
| 1 | 4 | 1.9% |
| 2 | 4 | 1.9% |
| 3 | 2 | 0.9% |
| 4 | 3 | 1.4% |
| 7 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 7 | 1 | 0.5% |
| 4 | 3 | 1.4% |
| 3 | 2 | 0.9% |
| 2 | 4 | 1.9% |
| 1 | 4 | 1.9% |
| 0 | 198 |
| Distinct | 18 |
|---|---|
| Distinct (%) | 8.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.636792453 |
| Minimum | 0 |
|---|---|
| Maximum | 32 |
| Zeros | 144 |
| Zeros (%) | 67.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 8 |
| Maximum | 32 |
| Range | 32 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 4.360004032 |
|---|---|
| Coefficient of variation (CV) | 2.663748861 |
| Kurtosis | 24.98098946 |
| Mean | 1.636792453 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.59730049 |
| Sum | 347 |
| Variance | 19.00963516 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 144 | |
| 1 | 18 | 8.5% |
| 2 | 14 | 6.6% |
| 3 | 10 | 4.7% |
| 5 | 6 | 2.8% |
| 6 | 4 | 1.9% |
| 8 | 4 | 1.9% |
| 4 | 2 | 0.9% |
| 10 | 1 | 0.5% |
| 31 | 1 | 0.5% |
| Other values (8) | 8 | 3.8% |
| Value | Count | Frequency (%) |
| 0 | 144 | |
| 1 | 18 | 8.5% |
| 2 | 14 | 6.6% |
| 3 | 10 | 4.7% |
| 4 | 2 | 0.9% |
| 5 | 6 | 2.8% |
| 6 | 4 | 1.9% |
| 7 | 1 | 0.5% |
| 8 | 4 | 1.9% |
| 10 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 32 | 1 | 0.5% |
| 31 | 1 | 0.5% |
| 25 | 1 | 0.5% |
| 18 | 1 | 0.5% |
| 17 | 1 | 0.5% |
| 14 | 1 | 0.5% |
| 12 | 1 | 0.5% |
| 11 | 1 | 0.5% |
| 10 | 1 | 0.5% |
| 8 | 4 |
| Distinct | 12 |
|---|---|
| Distinct (%) | 5.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.9811320755 |
| Minimum | 0 |
|---|---|
| Maximum | 22 |
| Zeros | 167 |
| Zeros (%) | 78.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 5 |
| Maximum | 22 |
| Range | 22 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2.814926807 |
|---|---|
| Coefficient of variation (CV) | 2.869060015 |
| Kurtosis | 29.28434677 |
| Mean | 0.9811320755 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.875354662 |
| Sum | 208 |
| Variance | 7.92381293 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 167 | |
| 3 | 10 | 4.7% |
| 2 | 8 | 3.8% |
| 4 | 7 | 3.3% |
| 1 | 6 | 2.8% |
| 6 | 4 | 1.9% |
| 5 | 4 | 1.9% |
| 7 | 2 | 0.9% |
| 15 | 1 | 0.5% |
| 22 | 1 | 0.5% |
| Other values (2) | 2 | 0.9% |
| Value | Count | Frequency (%) |
| 0 | 167 | |
| 1 | 6 | 2.8% |
| 2 | 8 | 3.8% |
| 3 | 10 | 4.7% |
| 4 | 7 | 3.3% |
| 5 | 4 | 1.9% |
| 6 | 4 | 1.9% |
| 7 | 2 | 0.9% |
| 12 | 1 | 0.5% |
| 15 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 22 | 1 | 0.5% |
| 21 | 1 | 0.5% |
| 15 | 1 | 0.5% |
| 12 | 1 | 0.5% |
| 7 | 2 | 0.9% |
| 6 | 4 | 1.9% |
| 5 | 4 | 1.9% |
| 4 | 7 | |
| 3 | 10 | |
| 2 | 8 |
| Distinct | 44 |
|---|---|
| Distinct (%) | 20.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.21226415 |
| Minimum | 0 |
|---|---|
| Maximum | 116 |
| Zeros | 71 |
| Zeros (%) | 33.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 5.5 |
| Q3 | 16 |
| 95-th percentile | 44.45 |
| Maximum | 116 |
| Range | 116 |
| Interquartile range (IQR) | 16 |
Descriptive statistics
| Standard deviation | 15.88636306 |
|---|---|
| Coefficient of variation (CV) | 1.416873778 |
| Kurtosis | 9.94503362 |
| Mean | 11.21226415 |
| Median Absolute Deviation (MAD) | 5.5 |
| Skewness | 2.582515713 |
| Sum | 2377 |
| Variance | 252.3765313 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 71 | |
| 5 | 11 | 5.2% |
| 6 | 11 | 5.2% |
| 2 | 7 | 3.3% |
| 1 | 7 | 3.3% |
| 14 | 7 | 3.3% |
| 4 | 7 | 3.3% |
| 12 | 6 | 2.8% |
| 8 | 5 | 2.4% |
| 13 | 5 | 2.4% |
| Other values (34) | 75 |
| Value | Count | Frequency (%) |
| 0 | 71 | |
| 1 | 7 | 3.3% |
| 2 | 7 | 3.3% |
| 3 | 3 | 1.4% |
| 4 | 7 | 3.3% |
| 5 | 11 | 5.2% |
| 6 | 11 | 5.2% |
| 7 | 4 | 1.9% |
| 8 | 5 | 2.4% |
| 9 | 4 | 1.9% |
| Value | Count | Frequency (%) |
| 116 | 1 | |
| 69 | 1 | |
| 64 | 1 | |
| 56 | 2 | |
| 54 | 2 | |
| 51 | 1 | |
| 49 | 1 | |
| 46 | 1 | |
| 45 | 1 | |
| 44 | 2 |
| Distinct | 23 |
|---|---|
| Distinct (%) | 10.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.966981132 |
| Minimum | 0 |
|---|---|
| Maximum | 32 |
| Zeros | 99 |
| Zeros (%) | 46.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 7 |
| 95-th percentile | 16.45 |
| Maximum | 32 |
| Range | 32 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 5.758475669 |
|---|---|
| Coefficient of variation (CV) | 1.451601477 |
| Kurtosis | 3.290287128 |
| Mean | 3.966981132 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.765747564 |
| Sum | 841 |
| Variance | 33.16004203 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 99 | |
| 2 | 19 | 9.0% |
| 1 | 14 | 6.6% |
| 5 | 11 | 5.2% |
| 11 | 9 | 4.2% |
| 8 | 7 | 3.3% |
| 9 | 7 | 3.3% |
| 7 | 7 | 3.3% |
| 3 | 6 | 2.8% |
| 4 | 5 | 2.4% |
| Other values (13) | 28 | 13.2% |
| Value | Count | Frequency (%) |
| 0 | 99 | |
| 1 | 14 | 6.6% |
| 2 | 19 | 9.0% |
| 3 | 6 | 2.8% |
| 4 | 5 | 2.4% |
| 5 | 11 | 5.2% |
| 6 | 2 | 0.9% |
| 7 | 7 | 3.3% |
| 8 | 7 | 3.3% |
| 9 | 7 | 3.3% |
| Value | Count | Frequency (%) |
| 32 | 1 | 0.5% |
| 25 | 1 | 0.5% |
| 21 | 2 | |
| 20 | 1 | 0.5% |
| 18 | 3 | |
| 17 | 3 | |
| 16 | 1 | 0.5% |
| 15 | 3 | |
| 14 | 3 | |
| 13 | 2 |
| Distinct | 8 |
|---|---|
| Distinct (%) | 3.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4056603774 |
| Minimum | 0 |
|---|---|
| Maximum | 24 |
| Zeros | 182 |
| Zeros (%) | 85.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 24 |
| Range | 24 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.8690713 |
|---|---|
| Coefficient of variation (CV) | 4.607478088 |
| Kurtosis | 122.4551534 |
| Mean | 0.4056603774 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 10.12720329 |
| Sum | 86 |
| Variance | 3.493427524 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 182 | |
| 2 | 11 | 5.2% |
| 1 | 11 | 5.2% |
| 3 | 4 | 1.9% |
| 4 | 1 | 0.5% |
| 8 | 1 | 0.5% |
| 24 | 1 | 0.5% |
| 5 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 0 | 182 | |
| 1 | 11 | 5.2% |
| 2 | 11 | 5.2% |
| 3 | 4 | 1.9% |
| 4 | 1 | 0.5% |
| 5 | 1 | 0.5% |
| 8 | 1 | 0.5% |
| 24 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 24 | 1 | 0.5% |
| 8 | 1 | 0.5% |
| 5 | 1 | 0.5% |
| 4 | 1 | 0.5% |
| 3 | 4 | 1.9% |
| 2 | 11 | 5.2% |
| 1 | 11 | 5.2% |
| 0 | 182 |
| Distinct | 6 |
|---|---|
| Distinct (%) | 2.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2075471698 |
| Minimum | 0 |
|---|---|
| Maximum | 7 |
| Zeros | 188 |
| Zeros (%) | 88.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 7 |
| Range | 7 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.7754158784 |
|---|---|
| Coefficient of variation (CV) | 3.736094687 |
| Kurtosis | 42.72459925 |
| Mean | 0.2075471698 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.901766709 |
| Sum | 44 |
| Variance | 0.6012697845 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 188 | |
| 1 | 14 | 6.6% |
| 2 | 7 | 3.3% |
| 7 | 1 | 0.5% |
| 3 | 1 | 0.5% |
| 6 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 0 | 188 | |
| 1 | 14 | 6.6% |
| 2 | 7 | 3.3% |
| 3 | 1 | 0.5% |
| 6 | 1 | 0.5% |
| 7 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 7 | 1 | 0.5% |
| 6 | 1 | 0.5% |
| 3 | 1 | 0.5% |
| 2 | 7 | 3.3% |
| 1 | 14 | 6.6% |
| 0 | 188 |
| Distinct | 3 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.8 KiB |
| 0 | |
|---|---|
| 1 | 2 |
| 2 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.5% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 209 | |
| 1 | 2 | 0.9% |
| 2 | 1 | 0.5% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 209 | |
| 1 | 2 | 0.9% |
| 2 | 1 | 0.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 4 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.8 KiB |
| 0 | |
|---|---|
| 2 | 2 |
| 1 | 1 |
| 3 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 0.9% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 208 | |
| 2 | 2 | 0.9% |
| 1 | 1 | 0.5% |
| 3 | 1 | 0.5% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 208 | |
| 2 | 2 | 0.9% |
| 1 | 1 | 0.5% |
| 3 | 1 | 0.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 36 |
|---|---|
| Distinct (%) | 17.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.971698113 |
| Minimum | 0 |
|---|---|
| Maximum | 82 |
| Zeros | 76 |
| Zeros (%) | 35.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 5 |
| Q3 | 13 |
| 95-th percentile | 32.45 |
| Maximum | 82 |
| Range | 82 |
| Interquartile range (IQR) | 13 |
Descriptive statistics
| Standard deviation | 12.01101986 |
|---|---|
| Coefficient of variation (CV) | 1.338767723 |
| Kurtosis | 7.296107973 |
| Mean | 8.971698113 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 2.226626679 |
| Sum | 1902 |
| Variance | 144.2645981 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 76 | |
| 5 | 14 | 6.6% |
| 12 | 11 | 5.2% |
| 4 | 9 | 4.2% |
| 2 | 9 | 4.2% |
| 6 | 8 | 3.8% |
| 10 | 7 | 3.3% |
| 17 | 6 | 2.8% |
| 14 | 6 | 2.8% |
| 22 | 5 | 2.4% |
| Other values (26) | 61 |
| Value | Count | Frequency (%) |
| 0 | 76 | |
| 1 | 5 | 2.4% |
| 2 | 9 | 4.2% |
| 3 | 2 | 0.9% |
| 4 | 9 | 4.2% |
| 5 | 14 | 6.6% |
| 6 | 8 | 3.8% |
| 7 | 4 | 1.9% |
| 8 | 5 | 2.4% |
| 9 | 3 | 1.4% |
| Value | Count | Frequency (%) |
| 82 | 1 | |
| 52 | 1 | |
| 48 | 1 | |
| 46 | 1 | |
| 44 | 2 | |
| 39 | 1 | |
| 37 | 1 | |
| 35 | 1 | |
| 33 | 2 | |
| 32 | 2 |
| Distinct | 21 |
|---|---|
| Distinct (%) | 9.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.481132075 |
| Minimum | 0 |
|---|---|
| Maximum | 26 |
| Zeros | 98 |
| Zeros (%) | 46.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 6 |
| 95-th percentile | 13.45 |
| Maximum | 26 |
| Range | 26 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 5.055579494 |
|---|---|
| Coefficient of variation (CV) | 1.452280288 |
| Kurtosis | 3.047100242 |
| Mean | 3.481132075 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.78435212 |
| Sum | 738 |
| Variance | 25.55888402 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 98 | |
| 2 | 18 | 8.5% |
| 1 | 15 | 7.1% |
| 3 | 12 | 5.7% |
| 6 | 10 | 4.7% |
| 4 | 9 | 4.2% |
| 9 | 8 | 3.8% |
| 5 | 6 | 2.8% |
| 8 | 5 | 2.4% |
| 13 | 5 | 2.4% |
| Other values (11) | 26 | 12.3% |
| Value | Count | Frequency (%) |
| 0 | 98 | |
| 1 | 15 | 7.1% |
| 2 | 18 | 8.5% |
| 3 | 12 | 5.7% |
| 4 | 9 | 4.2% |
| 5 | 6 | 2.8% |
| 6 | 10 | 4.7% |
| 7 | 5 | 2.4% |
| 8 | 5 | 2.4% |
| 9 | 8 | 3.8% |
| Value | Count | Frequency (%) |
| 26 | 1 | 0.5% |
| 21 | 1 | 0.5% |
| 20 | 3 | |
| 17 | 1 | 0.5% |
| 16 | 3 | |
| 15 | 1 | 0.5% |
| 14 | 1 | 0.5% |
| 13 | 5 | |
| 12 | 4 | |
| 11 | 4 |
| Distinct | 16 |
|---|---|
| Distinct (%) | 7.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.566037736 |
| Minimum | 0 |
|---|---|
| Maximum | 49 |
| Zeros | 131 |
| Zeros (%) | 61.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 8 |
| Maximum | 49 |
| Range | 49 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 4.385497141 |
|---|---|
| Coefficient of variation (CV) | 2.800377692 |
| Kurtosis | 66.59528527 |
| Mean | 1.566037736 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.986101384 |
| Sum | 332 |
| Variance | 19.23258517 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 131 | |
| 1 | 30 | 14.2% |
| 2 | 17 | 8.0% |
| 3 | 12 | 5.7% |
| 5 | 4 | 1.9% |
| 4 | 3 | 1.4% |
| 6 | 2 | 0.9% |
| 8 | 2 | 0.9% |
| 16 | 2 | 0.9% |
| 12 | 2 | 0.9% |
| Other values (6) | 7 | 3.3% |
| Value | Count | Frequency (%) |
| 0 | 131 | |
| 1 | 30 | 14.2% |
| 2 | 17 | 8.0% |
| 3 | 12 | 5.7% |
| 4 | 3 | 1.4% |
| 5 | 4 | 1.9% |
| 6 | 2 | 0.9% |
| 7 | 1 | 0.5% |
| 8 | 2 | 0.9% |
| 9 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 49 | 1 | |
| 18 | 1 | |
| 16 | 2 | |
| 13 | 1 | |
| 12 | 2 | |
| 10 | 2 | |
| 9 | 1 | |
| 8 | 2 | |
| 7 | 1 | |
| 6 | 2 |
| Distinct | 10 |
|---|---|
| Distinct (%) | 4.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.9433962264 |
| Minimum | 0 |
|---|---|
| Maximum | 16 |
| Zeros | 150 |
| Zeros (%) | 70.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 4.45 |
| Maximum | 16 |
| Range | 16 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 2.394029654 |
|---|---|
| Coefficient of variation (CV) | 2.537671433 |
| Kurtosis | 19.7757163 |
| Mean | 0.9433962264 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.149257696 |
| Sum | 200 |
| Variance | 5.731377984 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 150 | |
| 1 | 22 | 10.4% |
| 2 | 17 | 8.0% |
| 3 | 9 | 4.2% |
| 10 | 3 | 1.4% |
| 4 | 3 | 1.4% |
| 5 | 3 | 1.4% |
| 15 | 2 | 0.9% |
| 7 | 2 | 0.9% |
| 16 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 0 | 150 | |
| 1 | 22 | 10.4% |
| 2 | 17 | 8.0% |
| 3 | 9 | 4.2% |
| 4 | 3 | 1.4% |
| 5 | 3 | 1.4% |
| 7 | 2 | 0.9% |
| 10 | 3 | 1.4% |
| 15 | 2 | 0.9% |
| 16 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 16 | 1 | 0.5% |
| 15 | 2 | 0.9% |
| 10 | 3 | 1.4% |
| 7 | 2 | 0.9% |
| 5 | 3 | 1.4% |
| 4 | 3 | 1.4% |
| 3 | 9 | 4.2% |
| 2 | 17 | 8.0% |
| 1 | 22 | 10.4% |
| 0 | 150 |
youtube_num
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 6 |
|---|---|
| Distinct (%) | 2.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5471698113 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 142 |
| Zeros (%) | 67.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 3 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.9748697857 |
|---|---|
| Coefficient of variation (CV) | 1.781658574 |
| Kurtosis | 5.057750911 |
| Mean | 0.5471698113 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.190098674 |
| Sum | 116 |
| Variance | 0.950371099 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 142 | |
| 1 | 44 | 20.8% |
| 2 | 12 | 5.7% |
| 3 | 10 | 4.7% |
| 5 | 2 | 0.9% |
| 4 | 2 | 0.9% |
| Value | Count | Frequency (%) |
| 0 | 142 | |
| 1 | 44 | 20.8% |
| 2 | 12 | 5.7% |
| 3 | 10 | 4.7% |
| 4 | 2 | 0.9% |
| 5 | 2 | 0.9% |
| Value | Count | Frequency (%) |
| 5 | 2 | 0.9% |
| 4 | 2 | 0.9% |
| 3 | 10 | 4.7% |
| 2 | 12 | 5.7% |
| 1 | 44 | 20.8% |
| 0 | 142 |
| Distinct | 41 |
|---|---|
| Distinct (%) | 19.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 67676.15566 |
| Minimum | 0 |
|---|---|
| Maximum | 2599612 |
| Zeros | 163 |
| Zeros (%) | 76.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 112287 |
| Maximum | 2599612 |
| Range | 2599612 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 336163.6994 |
|---|---|
| Coefficient of variation (CV) | 4.967239881 |
| Kurtosis | 33.68028608 |
| Mean | 67676.15566 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.714766598 |
| Sum | 14347345 |
| Variance | 1.130060328 × 1011 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 163 | |
| 7612 | 3 | 1.4% |
| 617 | 3 | 1.4% |
| 34628 | 3 | 1.4% |
| 2767 | 2 | 0.9% |
| 1411 | 2 | 0.9% |
| 1 | 2 | 0.9% |
| 44216 | 1 | 0.5% |
| 179 | 1 | 0.5% |
| 15769 | 1 | 0.5% |
| Other values (31) | 31 | 14.6% |
| Value | Count | Frequency (%) |
| 0 | 163 | |
| 1 | 2 | 0.9% |
| 41 | 1 | 0.5% |
| 179 | 1 | 0.5% |
| 271 | 1 | 0.5% |
| 478 | 1 | 0.5% |
| 561 | 1 | 0.5% |
| 617 | 3 | 1.4% |
| 687 | 1 | 0.5% |
| 746 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 2599612 | 1 | |
| 2208775 | 1 | |
| 2184085 | 1 | |
| 1708301 | 1 | |
| 1523638 | 1 | |
| 1147693 | 1 | |
| 898387 | 1 | |
| 858326 | 1 | |
| 491824 | 1 | |
| 174978 | 1 |
youtube_like
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 37 |
|---|---|
| Distinct (%) | 17.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 100.0377358 |
| Minimum | 0 |
|---|---|
| Maximum | 4723 |
| Zeros | 166 |
| Zeros (%) | 78.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 237.35 |
| Maximum | 4723 |
| Range | 4723 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 485.8326789 |
|---|---|
| Coefficient of variation (CV) | 4.85649415 |
| Kurtosis | 54.16948348 |
| Mean | 100.0377358 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.954540163 |
| Sum | 21208 |
| Variance | 236033.3919 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 166 | |
| 180 | 3 | 1.4% |
| 1102 | 3 | 1.4% |
| 16 | 3 | 1.4% |
| 45 | 2 | 0.9% |
| 17 | 2 | 0.9% |
| 81 | 2 | 0.9% |
| 6 | 2 | 0.9% |
| 4723 | 1 | 0.5% |
| 102 | 1 | 0.5% |
| Other values (27) | 27 | 12.7% |
| Value | Count | Frequency (%) |
| 0 | 166 | |
| 4 | 1 | 0.5% |
| 6 | 2 | 0.9% |
| 7 | 1 | 0.5% |
| 9 | 1 | 0.5% |
| 11 | 1 | 0.5% |
| 15 | 1 | 0.5% |
| 16 | 3 | 1.4% |
| 17 | 2 | 0.9% |
| 19 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 4723 | 1 | 0.5% |
| 3276 | 1 | 0.5% |
| 3155 | 1 | 0.5% |
| 1333 | 1 | 0.5% |
| 1295 | 1 | 0.5% |
| 1102 | 3 | |
| 890 | 1 | 0.5% |
| 847 | 1 | 0.5% |
| 239 | 1 | 0.5% |
| 236 | 1 | 0.5% |
youtube_comment
Real number (ℝ)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 39 |
|---|---|
| Distinct (%) | 18.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 64.4245283 |
| Minimum | -1 |
|---|---|
| Maximum | 1513 |
| Zeros | 149 |
| Zeros (%) | 70.3% |
| Negative | 1 |
| Negative (%) | 0.5% |
| Memory size | 1.8 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 10 |
| 95-th percentile | 521.35 |
| Maximum | 1513 |
| Range | 1514 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 207.0191258 |
|---|---|
| Coefficient of variation (CV) | 3.213358813 |
| Kurtosis | 20.35909781 |
| Mean | 64.4245283 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.295751829 |
| Sum | 13658 |
| Variance | 42856.91845 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 149 | |
| 29 | 7 | 3.3% |
| 12 | 5 | 2.4% |
| 10 | 4 | 1.9% |
| 61 | 3 | 1.4% |
| 545 | 3 | 1.4% |
| 256 | 3 | 1.4% |
| 32 | 2 | 0.9% |
| 959 | 2 | 0.9% |
| 3 | 2 | 0.9% |
| Other values (29) | 32 | 15.1% |
| Value | Count | Frequency (%) |
| -1 | 1 | 0.5% |
| 0 | 149 | |
| 1 | 2 | 0.9% |
| 3 | 2 | 0.9% |
| 4 | 1 | 0.5% |
| 5 | 1 | 0.5% |
| 6 | 2 | 0.9% |
| 10 | 4 | 1.9% |
| 12 | 5 | 2.4% |
| 15 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 1513 | 1 | 0.5% |
| 1157 | 1 | 0.5% |
| 1081 | 1 | 0.5% |
| 959 | 2 | |
| 746 | 1 | 0.5% |
| 663 | 1 | 0.5% |
| 582 | 1 | 0.5% |
| 545 | 3 | |
| 502 | 1 | 0.5% |
| 359 | 1 | 0.5% |
youtube_p
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 26 |
|---|---|
| Distinct (%) | 12.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.358490566 |
| Minimum | 0 |
|---|---|
| Maximum | 48 |
| Zeros | 156 |
| Zeros (%) | 73.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 23 |
| Maximum | 48 |
| Range | 48 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 7.949710036 |
|---|---|
| Coefficient of variation (CV) | 2.367048494 |
| Kurtosis | 9.249616742 |
| Mean | 3.358490566 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.9505272 |
| Sum | 712 |
| Variance | 63.19788965 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 156 | |
| 1 | 7 | 3.3% |
| 6 | 5 | 2.4% |
| 10 | 4 | 1.9% |
| 3 | 4 | 1.9% |
| 4 | 4 | 1.9% |
| 7 | 3 | 1.4% |
| 11 | 3 | 1.4% |
| 14 | 3 | 1.4% |
| 23 | 3 | 1.4% |
| Other values (16) | 20 | 9.4% |
| Value | Count | Frequency (%) |
| 0 | 156 | |
| 1 | 7 | 3.3% |
| 2 | 1 | 0.5% |
| 3 | 4 | 1.9% |
| 4 | 4 | 1.9% |
| 5 | 1 | 0.5% |
| 6 | 5 | 2.4% |
| 7 | 3 | 1.4% |
| 8 | 1 | 0.5% |
| 10 | 4 | 1.9% |
| Value | Count | Frequency (%) |
| 48 | 1 | 0.5% |
| 40 | 1 | 0.5% |
| 36 | 1 | 0.5% |
| 30 | 1 | 0.5% |
| 29 | 2 | |
| 28 | 1 | 0.5% |
| 27 | 2 | |
| 23 | 3 | |
| 19 | 1 | 0.5% |
| 18 | 2 |
youtube_n
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 14 |
|---|---|
| Distinct (%) | 6.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.179245283 |
| Minimum | 0 |
|---|---|
| Maximum | 24 |
| Zeros | 164 |
| Zeros (%) | 77.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 7.9 |
| Maximum | 24 |
| Range | 24 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 3.411153075 |
|---|---|
| Coefficient of variation (CV) | 2.892657808 |
| Kurtosis | 19.52168919 |
| Mean | 1.179245283 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.126865389 |
| Sum | 250 |
| Variance | 11.6359653 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 164 | |
| 1 | 14 | 6.6% |
| 2 | 9 | 4.2% |
| 3 | 6 | 2.8% |
| 6 | 4 | 1.9% |
| 7 | 3 | 1.4% |
| 10 | 3 | 1.4% |
| 11 | 3 | 1.4% |
| 24 | 1 | 0.5% |
| 9 | 1 | 0.5% |
| Other values (4) | 4 | 1.9% |
| Value | Count | Frequency (%) |
| 0 | 164 | |
| 1 | 14 | 6.6% |
| 2 | 9 | 4.2% |
| 3 | 6 | 2.8% |
| 5 | 1 | 0.5% |
| 6 | 4 | 1.9% |
| 7 | 3 | 1.4% |
| 9 | 1 | 0.5% |
| 10 | 3 | 1.4% |
| 11 | 3 | 1.4% |
| Value | Count | Frequency (%) |
| 24 | 1 | 0.5% |
| 21 | 1 | 0.5% |
| 20 | 1 | 0.5% |
| 13 | 1 | 0.5% |
| 11 | 3 | |
| 10 | 3 | |
| 9 | 1 | 0.5% |
| 7 | 3 | |
| 6 | 4 | |
| 5 | 1 | 0.5% |
| Distinct | 186 |
|---|---|
| Distinct (%) | 87.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1440448389 |
| Minimum | 0 |
|---|---|
| Maximum | 6216987023 |
| Zeros | 27 |
| Zeros (%) | 12.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 21862517.95 |
| median | 1153341127 |
| Q3 | 2501547537 |
| 95-th percentile | 4361422787 |
| Maximum | 6216987023 |
| Range | 6216987023 |
| Interquartile range (IQR) | 2479685019 |
Descriptive statistics
| Standard deviation | 1497101176 |
|---|---|
| Coefficient of variation (CV) | 1.039329967 |
| Kurtosis | -0.1415254458 |
| Mean | 1440448389 |
| Median Absolute Deviation (MAD) | 1142487528 |
| Skewness | 0.8398625929 |
| Sum | 3.053750585 × 1011 |
| Variance | 2.241311932 × 1018 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 27 | 12.7% |
| 2694885456 | 1 | 0.5% |
| 31904567.03 | 1 | 0.5% |
| 33513797.26 | 1 | 0.5% |
| 26341590.06 | 1 | 0.5% |
| 22570736.47 | 1 | 0.5% |
| 29607350.9 | 1 | 0.5% |
| 19342590.17 | 1 | 0.5% |
| 23724669.92 | 1 | 0.5% |
| 38241463.8 | 1 | 0.5% |
| Other values (176) | 176 |
| Value | Count | Frequency (%) |
| 0 | 27 | |
| 3005807.379 | 1 | 0.5% |
| 3946950.677 | 1 | 0.5% |
| 5515700.562 | 1 | 0.5% |
| 5950442.393 | 1 | 0.5% |
| 6051623.471 | 1 | 0.5% |
| 6239332.684 | 1 | 0.5% |
| 7063147.209 | 1 | 0.5% |
| 7066016.253 | 1 | 0.5% |
| 7571194.954 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 6216987023 | 1 | |
| 5376972574 | 1 | |
| 5206389302 | 1 | |
| 5045014949 | 1 | |
| 5024610724 | 1 | |
| 4974473581 | 1 | |
| 4886443503 | 1 | |
| 4877854469 | 1 | |
| 4847759621 | 1 | |
| 4708705889 | 1 |
| Distinct | 183 |
|---|---|
| Distinct (%) | 86.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 52217.78679 |
| Minimum | 0 |
|---|---|
| Maximum | 201167.2 |
| Zeros | 27 |
| Zeros (%) | 12.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 475.8 |
| median | 24848.85 |
| Q3 | 111196.8 |
| 95-th percentile | 149750.25 |
| Maximum | 201167.2 |
| Range | 201167.2 |
| Interquartile range (IQR) | 110721 |
Descriptive statistics
| Standard deviation | 58123.20131 |
|---|---|
| Coefficient of variation (CV) | 1.113092011 |
| Kurtosis | -1.144856411 |
| Mean | 52217.78679 |
| Median Absolute Deviation (MAD) | 24848.85 |
| Skewness | 0.6644120598 |
| Sum | 11070170.8 |
| Variance | 3378306531 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 27 | 12.7% |
| 26163.8 | 2 | 0.9% |
| 923 | 2 | 0.9% |
| 261.3 | 2 | 0.9% |
| 847.6 | 1 | 0.5% |
| 412.1 | 1 | 0.5% |
| 627.9 | 1 | 0.5% |
| 682.5 | 1 | 0.5% |
| 471.9 | 1 | 0.5% |
| 380.9 | 1 | 0.5% |
| Other values (173) | 173 |
| Value | Count | Frequency (%) |
| 0 | 27 | |
| 70.2 | 1 | 0.5% |
| 91 | 1 | 0.5% |
| 118.3 | 1 | 0.5% |
| 133.9 | 1 | 0.5% |
| 150.8 | 1 | 0.5% |
| 157.3 | 1 | 0.5% |
| 158.6 | 1 | 0.5% |
| 172.9 | 1 | 0.5% |
| 179.4 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 201167.2 | 1 | |
| 180074.7 | 1 | |
| 176168.2 | 1 | |
| 159143.4 | 1 | |
| 157452.1 | 1 | |
| 156617.5 | 1 | |
| 155789.4 | 1 | |
| 155021.1 | 1 | |
| 150732.4 | 1 | |
| 150705.1 | 1 |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| df_index | product | date | total | tweeter | blog | community | news | p_10 | n_10 | p_23 | n_23 | p_34 | n_34 | p_45 | n_45 | p_60 | n_60 | p_m | n_m | p_f | n_f | youtube_num | youtube_view | youtube_like | youtube_comment | youtube_p | youtube_n | amount | volume | ||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 아로나민골드 | 2018-01-01 | 174 | 40 | 28 | 17 | 89 | 0 | 0 | 0 | 1 | 0 | 9 | 3 | 0 | 0 | 0 | 0 | 10 | 4 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2.694885e+09 | 107597.1 |
| 1 | 1 | 아로나민골드 | 2018-02-01 | 177 | 24 | 19 | 35 | 99 | 0 | 0 | 0 | 3 | 2 | 12 | 7 | 0 | 0 | 0 | 0 | 14 | 7 | 0 | 2 | 2 | 0 | 0 | 502 | 5 | 3 | 2.574093e+09 | 111208.5 |
| 2 | 2 | 아로나민골드 | 2018-03-01 | 306 | 102 | 28 | 43 | 114 | 19 | 2 | 2 | 5 | 6 | 39 | 8 | 0 | 0 | 0 | 0 | 37 | 4 | 9 | 10 | 1 | 0 | 0 | 1 | 0 | 0 | 3.326711e+09 | 139370.4 |
| 3 | 3 | 아로나민골드 | 2018-04-01 | 295 | 82 | 32 | 42 | 128 | 11 | 0 | 0 | 4 | 4 | 16 | 17 | 0 | 0 | 0 | 0 | 14 | 16 | 3 | 4 | 0 | 0 | 0 | 0 | 0 | 0 | 3.607714e+09 | 150705.1 |
| 4 | 4 | 아로나민골드 | 2018-05-01 | 232 | 32 | 29 | 38 | 131 | 2 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 19 | 9 | 1 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 3.625640e+09 | 155021.1 |
| 5 | 5 | 아로나민골드 | 2018-06-01 | 209 | 30 | 29 | 30 | 119 | 1 | 0 | 0 | 0 | 0 | 12 | 9 | 0 | 0 | 0 | 0 | 12 | 8 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 3.257992e+09 | 137412.6 |
| 6 | 6 | 아로나민골드 | 2018-07-01 | 209 | 30 | 29 | 30 | 119 | 1 | 0 | 0 | 1 | 6 | 18 | 14 | 2 | 1 | 0 | 0 | 13 | 16 | 2 | 4 | 0 | 0 | 0 | 0 | 0 | 0 | 3.260588e+09 | 140682.1 |
| 7 | 7 | 아로나민골드 | 2018-08-01 | 231 | 31 | 30 | 34 | 130 | 6 | 0 | 0 | 6 | 2 | 14 | 17 | 4 | 2 | 0 | 0 | 17 | 13 | 3 | 5 | 2 | 0 | 0 | 164 | 4 | 1 | 2.850388e+09 | 135376.8 |
| 8 | 8 | 아로나민골드 | 2018-09-01 | 225 | 32 | 27 | 36 | 127 | 3 | 0 | 0 | 0 | 4 | 6 | 9 | 2 | 2 | 0 | 0 | 5 | 12 | 1 | 2 | 1 | 0 | 0 | 249 | 19 | 6 | 2.894234e+09 | 176168.2 |
| 9 | 9 | 아로나민골드 | 2018-10-01 | 184 | 35 | 27 | 32 | 90 | 0 | 0 | 0 | 0 | 3 | 0 | 0 | 2 | 0 | 0 | 0 | 30 | 9 | 1 | 0 | 1 | 0 | 0 | 64 | 4 | 0 | 2.993981e+09 | 141237.2 |
Last rows
| df_index | product | date | total | tweeter | blog | community | news | p_10 | n_10 | p_23 | n_23 | p_34 | n_34 | p_45 | n_45 | p_60 | n_60 | p_m | n_m | p_f | n_f | youtube_num | youtube_view | youtube_like | youtube_comment | youtube_p | youtube_n | amount | volume | ||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 202 | 43 | 비맥스메타 | 2021-08-01 | 79 | 6 | 30 | 42 | 1 | 0 | 0 | 0 | 0 | 0 | 21 | 5 | 0 | 0 | 0 | 0 | 22 | 3 | 1 | 2 | 1 | 1933 | 21 | 12 | 1 | 3 | 2.910951e+09 | 94243.5 |
| 203 | 44 | 비맥스메타 | 2021-09-01 | 117 | 6 | 45 | 61 | 3 | 2 | 0 | 0 | 0 | 0 | 51 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 10 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 3.295232e+09 | 107573.7 |
| 204 | 45 | 비맥스메타 | 2021-10-01 | 81 | 6 | 35 | 40 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 27 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2.599142e+09 | 84282.9 |
| 205 | 46 | 비맥스메타 | 2021-11-01 | 98 | 7 | 32 | 54 | 4 | 1 | 0 | 0 | 1 | 0 | 45 | 11 | 0 | 0 | 0 | 0 | 29 | 8 | 1 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 2.335186e+09 | 75909.6 |
| 206 | 47 | 비맥스메타 | 2021-12-01 | 93 | 5 | 31 | 54 | 2 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2.291771e+09 | 74911.2 |
| 207 | 48 | 비맥스메타 | 2022-01-01 | 88 | 3 | 30 | 41 | 2 | 12 | 0 | 0 | 32 | 21 | 25 | 10 | 0 | 0 | 0 | 0 | 23 | 10 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2.013389e+09 | 66067.3 |
| 208 | 49 | 비맥스메타 | 2022-02-01 | 78 | 6 | 27 | 42 | 3 | 0 | 0 | 0 | 0 | 0 | 14 | 0 | 2 | 0 | 0 | 0 | 13 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1.861340e+09 | 61470.5 |
| 209 | 50 | 비맥스메타 | 2022-03-01 | 81 | 6 | 36 | 35 | 4 | 0 | 0 | 0 | 0 | 0 | 21 | 8 | 3 | 6 | 0 | 0 | 23 | 14 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.000000e+00 | 0.0 |
| 210 | 51 | 비맥스메타 | 2022-04-01 | 86 | 4 | 40 | 37 | 4 | 1 | 0 | 0 | 0 | 0 | 13 | 5 | 0 | 0 | 0 | 0 | 12 | 7 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.000000e+00 | 0.0 |
| 211 | 52 | 비맥스메타 | 2022-05-01 | 7 | 1 | 4 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.000000e+00 | 0.0 |
Most frequently occurring
| df_index | product | date | total | tweeter | blog | community | news | p_10 | n_10 | p_23 | n_23 | p_34 | n_34 | p_45 | n_45 | p_60 | n_60 | p_m | n_m | p_f | n_f | youtube_num | youtube_view | youtube_like | youtube_comment | youtube_p | youtube_n | amount | volume | # duplicates | ||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 50 | 벤포벨 | 2022-03-01 | 21 | 1 | 11 | 26 | 0 | 0 | 0 | 0 | 0 | 0 | 14 | 18 | 0 | 0 | 0 | 0 | 14 | 20 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 2 |
| 1 | 51 | 벤포벨 | 2022-04-01 | 61 | 10 | 25 | 41 | 18 | 0 | 0 | 0 | 0 | 0 | 26 | 11 | 0 | 0 | 0 | 0 | 29 | 12 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 2 |
| 2 | 52 | 벤포벨 | 2022-05-01 | 90 | 5 | 26 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 2 |